Iteratively Build NLP Tools and FastAPI Microservice on AWS From Zero

Video description

Iteratively Build NLP Tools and FastAPI Microservice on AWS From Zero

From Zero to NLP Hero

This video will show you how to use CUDA GPUs with Python. Lessons Covered Include:

1.0 Introduction to Course 1.1 Introduction to Python Statements with Colab, IPython and GitHub CodeSpaces 2.0 Introduction to Python functions from simple to complex with Closure, and Decorators 3.0 Build a simple NLP Tool with TextBlob, Wikipedia and Python Fire command-line tool 4.0 Build an end-to-end NLP Microservice with FastAPI, ECR and AWS App Runner.

Learning Objectives
  • Learn key software engineering principles and best practices for building software.
  • Learn to build NLP tools using TextBlob and Wikipedia.
  • Learn to build a FastAPI containerized Microservice deployed via Amazon ECR and AWS App Runner.
Additional Popular Resources

Product information

  • Title: Iteratively Build NLP Tools and FastAPI Microservice on AWS From Zero
  • Author(s): Alfredo Deza, Noah Gift
  • Release date: August 2022
  • Publisher(s): Pragmatic AI Labs
  • ISBN: 080842022VIDEOPAIML